How we help
We're based in Coimbatore, which means manufacturing isn't an abstract vertical for us — it's the industrial base around us: pumps and motors, textiles, foundries, auto components, and the tooling that supports them. The problems we see are consistent, and they're rarely about buying a new machine.
Most plants already generate plenty of data. It sits in a PLC, a SCADA historian, an ERP, and a set of spreadsheets that don't agree with each other. The gap is between the shop floor and the systems above it: production is logged manually, downtime reasons are recorded after the fact, and OEE is a monthly number rather than something a supervisor can act on during a shift.
The useful work is usually integration rather than invention. Pull machine data via OPC UA or Modbus, reconcile it against ERP production orders, and put a shift-level view in front of the people who can actually change the outcome. Getting from a monthly report to a live one changes behaviour more than any dashboard redesign.
Vision-based quality inspection is now genuinely practical for well-defined defects, and it's one of the few AI applications with a payback you can calculate directly. It also has a clear failure mode to design around: what the system does when it isn't sure. We build for the escalation path first, not the happy path.
Challenges we solve
- Shop-floor data stranded in PLCs, SCADA and spreadsheets
- OEE and downtime reported monthly rather than acted on live
- ERP and MES that don't reconcile with actual production
- Manual quality inspection that doesn't scale with volume
- Traceability requirements for export and audit
Standards & regulations
Systems we integrate with
Solutions for manufacturing
Shop-floor connectivity
OPC UA and Modbus data collection from existing machines into a time-series store — no rip-and-replace of working equipment.
Live OEE & downtime
Availability, performance and quality computed per shift, with downtime reasons captured at source rather than reconstructed later.
ERP & MES integration
Production orders, inventory, and dispatch reconciled between the floor and the ERP, so one number means one thing.
Vision-based inspection
Automated defect detection for well-defined faults, with confidence thresholds and a designed escalation path to a human inspector.
Services for this industry
Tell us what you're trying to build
A 30-minute call, free and with no pressure. You'll leave with a clearer view of scope, cost, and timeline — whether or not you work with us.